Polygenic risk scores for alcohol involvement relate to brain structure in substance-naive children: Results from the ABCD study

被引:9
|
作者
Hatoum, Alexander S. [1 ]
Johnson, Emma C. [1 ]
Baranger, David A. A. [3 ]
Paul, Sarah E. [2 ]
Agrawal, Arpana [1 ]
Bogdan, Ryan [2 ]
机构
[1] Washington Univ, Sch Med, Dept Psychiat, St Louis, MO 63110 USA
[2] Washington Univ, Dept Psychol & Brain Sci, St Louis, MO 63110 USA
[3] Univ Pittsburgh, Dept Psychiat, Med Ctr, Pittsburgh, PA USA
关键词
adolescence; alcohol use; alcohol use disorder; cortical gray matter; drug naive; DTI; imaging genetics; multi-site study; polygenic risk scores; subcortical gray matter; HERITABILITY; METAANALYSIS; DEPENDENCE;
D O I
10.1111/gbb.12756
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Brain imaging-derived structural correlates of alcohol involvement have largely been speculated to arise as a consequence of alcohol exposure. However, they may also reflect predispositional risk. In substance naive children of European ancestry who completed the baseline session of the Adolescent Brain Cognitive Development (ABCD) Study (n = 3013), mixed-effects models estimated whether polygenic risk scores (PRS) for problematic alcohol use (PAU-PRS) and drinks per week (DPW-PRS) are associated with magnetic resonance imaging-derived brain structure phenotypes (i.e., total and regional: cortical thickness, surface area and volume; subcortical volume; white matter volume, fractional anisotropy, mean diffusivity). Follow-up analyses evaluated whether any identified regions were also associated with polygenic risk among substance naive children of African ancestry (n = 898). After adjustment for multiple testing correction, polygenic risk for PAU was associated with lower volume of the left frontal pole and greater cortical thickness of the right supramarginal gyrus (vertical bar beta s vertical bar > 0.009; ps < 0.001; ps(fdr) < 0.046; r(2)s < 0.004). PAU PRS and DPW PRS showed nominally significant associations with a host of other regional brain structure phenotypes (e.g., insula surface area and volume). None of these regions showed any, even nominal association among children of African ancestry. Genomic liability to alcohol involvement may manifest as variability in brain structure during middle childhood prior to alcohol use initiation. Broadly, alcohol-related variability in brain morphometry may partially reflect predisposing genomic influence. Larger discovery genome-wide association studies and target samples of diverse ancestries are needed to determine whether observed associations may generalize across ancestral origins.
引用
收藏
页数:7
相关论文
共 9 条
  • [1] Impact of Substance Use Polygenic Risk Scores on Substance-Naive Brain Structure in Adolescence
    El Banna, Fayzeh
    Vrieze, Scott
    Saunders, Gretchen
    Jang, Seonkyeong
    Luciana, Monica
    Collins, Paul
    BEHAVIOR GENETICS, 2022, 52 (06) : 358 - 358
  • [2] Associations between cognition and polygenic liability to substance involvement in middle childhood: Results from the ABCD study
    Paul, Sarah E.
    Hatoum, Alexander S.
    Barch, Deanna M.
    Thompson, Wesley K.
    Agrawal, Arpana
    Bogdan, Ryan
    Johnson, Emma C.
    DRUG AND ALCOHOL DEPENDENCE, 2022, 232
  • [3] Unraveling Adolescent Behavioral Profiles: Polygenic Risk and Associations with Alcohol-Related Outcomes in the Adolescent Brain and Cognitive Development (ABCD) Study
    Jamil, Belal
    Trevino, Angel D.
    Su, Jinni
    Elam, Kit K.
    Lemery-Chalfant, Kathryn
    Causadias, Jose M.
    Seaton, Eleanor K.
    Grimm, Kevin J.
    Cruz, Rick A.
    BEHAVIOR GENETICS, 2024, 54 (06) : 587 - 588
  • [4] Characterization of alcohol polygenic risk scores in the context of mental health outcomes: Within-individual and intergenerational analyses in the Avon Longitudinal Study of Parents and Children
    Easey, Kayleigh E.
    Wootton, Robyn E.
    Sallis, Hannah M.
    Haan, Elis
    Schellhas, Laura
    Munafo, Marcus R.
    Timpson, Nicholas J.
    Zuccolo, Luisa
    DRUG AND ALCOHOL DEPENDENCE, 2021, 221
  • [5] A Phenome-Wide Association Study (PheWAS) of Late Onset Alzheimer Disease Genetic Risk in Children of European Ancestry at Middle Childhood: Results from the ABCD Study
    Gorelik, Aaron J.
    Paul, Sarah E.
    Karcher, Nicole R.
    Johnson, Emma C.
    Nagella, Isha
    Blaydon, Lauren
    Modi, Hailey
    Hansen, Isabella S.
    Colbert, Sarah M. C.
    Baranger, David A. A.
    Norton, Sara A.
    Spears, Isaiah
    Gordon, Brian
    Zhang, Wei
    Hill, Patrick L.
    Oltmanns, Thomas F.
    Bijsterbosch, Janine D.
    Agrawal, Arpana
    Hatoum, Alexander S.
    Bogdan, Ryan
    BEHAVIOR GENETICS, 2023, 53 (03) : 249 - 264
  • [6] Parental Family History of Alcohol Use Disorder and Neural Correlates of Response Inhibition in Children From the Adolescent Brain Cognitive Development (ABCD) Study
    Lees, Briana
    Aguinaldo, Laika
    Squeglia, Lindsay M.
    Infante, Maria Alejandra
    Wade, Natasha E.
    Mejia, Margie Hernandez
    Jacobus, Joanna
    ALCOHOL-CLINICAL AND EXPERIMENTAL RESEARCH, 2020, 44 (06): : 1234 - 1244
  • [7] Polygenic Risk Scores Derived From a Tourette Syndrome Genome-wide Association Study Predict Presence of Tics in the Avon Longitudinal Study of Parents and Children Cohort
    Abdulkadir, Mohamed
    Mathews, Carol A.
    Scharf, Jeremiah M.
    Yu, Dongmei
    Tischfield, Jay A.
    Heiman, Gary A.
    Hoekstra, Pieter J.
    Dietrich, Andrea
    BIOLOGICAL PSYCHIATRY, 2019, 85 (04) : 298 - 304
  • [8] Polygenic risk score and peer victimisation independently predict depressive symptoms in adolescence: results from the Quebec Longitudinal Study of Children Development
    Perret, Lea C.
    Boivin, Michel
    Morneau-Vaillancourt, Genevieve
    Andlauer, Till F. M.
    Paquin, Stephane
    Langevin, Stephanie
    Girard, Alain
    Turecki, Gustavo
    O'Donnell, Kieran
    Tremblay, Richard E.
    Cote, Sylvana M.
    Gouin, Jean-Philippe
    Ouellet-Morin, Isabelle
    Geoffroy, Marie-Claude
    JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY, 2023, 64 (03) : 388 - 396
  • [9] A Phenome-Wide Association Study (PheWAS) of Late Onset Alzheimer Disease Genetic Risk in Children of European Ancestry at Middle Childhood: Results from the ABCD Study
    Aaron J. Gorelik
    Sarah E. Paul
    Nicole R. Karcher
    Emma C. Johnson
    Isha Nagella
    Lauren Blaydon
    Hailey Modi
    Isabella S. Hansen
    Sarah M. C. Colbert
    David A. A. Baranger
    Sara A. Norton
    Isaiah Spears
    Brian Gordon
    Wei Zhang
    Patrick L. Hill
    Thomas F. Oltmanns
    Janine D. Bijsterbosch
    Arpana Agrawal
    Alexander S. Hatoum
    Ryan Bogdan
    Behavior Genetics, 2023, 53 : 249 - 264